Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes J Liu, D Capurro, A Nguyen, K Verspoor NPJ digital medicine 4 (1), 103, 2021 | 34 | 2021 |
“Note Bloat” impacts deep learning-based NLP models for clinical prediction tasks J Liu, D Capurro, A Nguyen, K Verspoor Journal of biomedical informatics 133, 104149, 2022 | 23 | 2022 |
Hybrid bag of approaches to characterize selection criteria for cohort identification VGV Vydiswaran, A Strayhorn, X Zhao, P Robinson, M Agarwal, ... Journal of the American Medical Informatics Association 26 (11), 1172-1180, 2019 | 20 | 2019 |
Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities J Liu, D Capurro, A Nguyen, K Verspoor Journal of Biomedical Informatics 145, 104466, 2023 | 10 | 2023 |
Improving text-based early prediction by distillation from privileged time-series text J Liu, D Capurro, A Nguyen, K Verspoor arXiv preprint arXiv:2301.10887, 2023 | 2 | 2023 |
Uncovering Variations in Clinical Notes for NLP Modeling J Liu, D Capurro, A Nguyen, K Verspoor MEDINFO 2023—The Future Is Accessible, 1460-1461, 2024 | 1 | 2024 |
Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning F Rusak, B Koopman, NJ Brown, K Chu, J Liu, A Nguyen Proceedings of the 21st Annual Workshop of the Australasian Language …, 2023 | | 2023 |
Natural Language Processing for Clinical Text V Rozova, J Liu, M Conway Proceedings of the 21st Annual Workshop of the Australasian Language …, 2023 | | 2023 |
Enhancing Bacterial Infection Prediction in Critically Ill Patients by Integrating Clinical Text J Liu, A Nguyen Proceedings of the 21st Annual Workshop of the Australasian Language …, 2023 | | 2023 |
Retrieving scientific abstracts iteratively: MedIER at TREC 2018 Precision Medicine Track. J Liu, CA Kronk, WC Su, DTY Wu, VGV Vydiswaran TREC, 2018 | | 2018 |